Fig. 1: Feature importance and SHAP explainability for each model.
From: Automated AI based identification of autism spectrum disorder from home videos
a, c, e illustrate the relative feature importance, representing each feature’s contribution to the model’s overall predictions. b, d, f display SHAP values, providing detailed insights into how individual features affect specific predictions. SHAP SHapley Additive exPlanations.
